This is a notebook delving into the robustness of the conceptual structures for each age group revealed in Study 2. Here we explore what these structures would look like if we dropped one character at a time, or if we dropped one mental capacity at a time.
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 4 ; WDM criteria: 2"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated. A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated. A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated. A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyThe estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 4 ; WDM criteria: 3"
[[1]]
[[2]]
Setting row names on a tibble is deprecated. A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyThe estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 2
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 3 and the number of components = 3
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 3 ; WDM criteria: 3"
[[1]]
Setting row names on a tibble is deprecated.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 4 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 4 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
[[4]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 3 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Setting row names on a tibble is deprecated.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Setting row names on a tibble is deprecated. A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyThe estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefullyThe estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
A loading greater than abs(1) was detected. Examine the loadings carefully.The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
An ultra-Heywood case was detected. Examine the results carefully
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 4 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 4 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
[[3]]
[[4]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 4 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 4 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
[[3]]
[[4]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 4 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 4 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
[[4]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 4 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 4 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]
[[4]]
Parallel analysis suggests that the number of factors = 1 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyAn ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 1 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
The estimated weights for the factor scores are probably incorrect. Try a different factor extraction method.
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
Parallel analysis suggests that the number of factors = 3 and the number of components = 1
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 3 ; Minimizing BIC: 1 ; WDM criteria: 2"
[[1]]
[[2]]
[[3]]
Parallel analysis suggests that the number of factors = 2 and the number of components = 1
An ultra-Heywood case was detected. Examine the results carefullyJoining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
Joining, by = "capacity"
Joining, by = "factor"
[1] "Parallel analysis: 2 ; Minimizing BIC: 1 ; WDM criteria: 3"
[[1]]
[[2]]
[[3]]